10 More Cool Deep Learning Applications | Two Minute Papers #52

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In this episode, we present another round of incredible deep learning applications!

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1. Colorization - http://tinyclouds.org/colorize/
2. RNN Music on Bob Sturm's YouTube channel - https://www.youtube.com/watch?v=RaO4HpM07hE
3. Flow Machines by Sony - https://www.youtube.com/watch?v=buXqNqBFd6E
4. RNN Passwords - https://github.com/gehaxelt/RNN-Passwords
5. Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding - http://arxiv.org/abs/1510.00149
6. Right Whale Kaggle Competition - http://felixlaumon.github.io/2015/01/08/kaggle-right-whale.html
7. Improving YouTube video thumbnails - http://youtube-eng.blogspot.hu/2015/10/improving-youtube-video-thumbnails-with_8.html
8. Celebrity super-resolution: https://github.com/mikesj-public/dcgan-autoencoder
9. Convolutional Neural Network visualization - http://scs.ryerson.ca/~aharley/vis/conv/ + Paper: http://scs.ryerson.ca/~aharley/vis/harley_vis_isvc15.pdf
10. DarkNet RNN writes in the style of George RR Martin - http://pjreddie.com/darknet/rnns-in-darknet/

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Tags:
two minute papers
Deep Compression: Compressing Deep Neural Networks with Pruning
Trained Quantization and Huffman Coding
An Interactive Node-Link Visualization of Convolutional Neural Networks
deep learning
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